Description: Ensemble Kalman Filter (EnKF) data assimilation methods can be avoided in the EKF covariance forecasting the evolution equation arising in the course of the calculation is not accurate and on the covariance matrix of a large amount of data storage problems, the most important and effective control can be estimated error variance of the growth, improvement in forecasting results.
File list (Check if you may need any files):
EnsembleKalman_filter
.....................\assimilate.m
.....................\bin
.....................\...\L3_step_c.mexa64
.....................\...\L3_step_c.mexglx
.....................\...\L40_step_c.mexa64
.....................\...\L40_step_c.mexglx
.....................\...\QG_step_f.mexa64
.....................\...\QG_step_f.mexglx
.....................\calc_bestrmse.m
.....................\calc_h.m
.....................\calc_k.m
.....................\calc_loccoeffs.m
.....................\calc_r.m
.....................\calc_rlocal.m
.....................\calc_stats.m
.....................\CHANGELOG
.....................\fmain.m
.....................\generate.m
.....................\genU.m
.....................\get_obs.m
.....................\get_pos.m
.....................\get_prm.m
.....................\get_prmstruct.m
.....................\LICENSE
.....................\main.m
.....................\models
.....................\......\common
.....................\......\......\dp5step.m
.....................\......\......\LA_generate_sample.m
.....................\......\......\plot_x.m
.....................\......\......\rk4step.m
.....................\......\......\shuffle.m
.....................\......\L3
.....................\......\..\L3.m
.....................\......\..\L3_step.m
.....................\......\..\L3_step_c.c
.....................\......\..\model_generate.m
.....................\......\..\model_getprmstruct.m
.....................\......\..\model_plotstate.m
.....................\......\..\model_setprm.m
.....................\......\..\model_step.m
.....................\......\L40
.....................\......\...\L40.m
.....................\......\...\L40_step.m
.....................\......\...\L40_step_c.c
.....................\......\...\model_generate.m
.....................\......\...\model_getprmstruct.m
.....................\......\...\model_plotstate.m
.....................\......\...\model_setprm.m
.....................\......\...\model_step.m
.....................\......\L40p
.....................\......\....\generate_samples.m
.....................\......\....\L40p.m
.....................\......\....\L40p_step.m
.....................\......\....\model_generate.m
.....................\......\....\model_getprmstruct.m
.....................\......\....\model_plotstate.m
.....................\......\....\model_setprm.m
.....................\......\....\model_step.m
.....................\......\LA
.....................\......\..\LA_step.m
.....................\......\..\model_generate.m
.....................\......\..\model_getprmstruct.m
.....................\......\..\model_plotstate.m
.....................\......\..\model_setprm.m
.....................\......\..\model_step.m
.....................\......\..\README
.....................\......\LA2
.....................\......\...\LA2_generate_sample.m
.....................\......\...\LA2_step.m
.....................\......\...\model_generate.m
.....................\......\...\model_getprmstruct.m
.....................\......\...\model_plotstate.m
.....................\......\...\model_setprm.m
.....................\......\...\model_step.m
.....................\......\QG
.....................\......\..\f90
.....................\......\..\...\calc.f90
.....................\......\..\...\data.f90
.....................\......\..\...\helmholtz.f90
.....................\......\..\...\Makefile
.....................\......\..\...\mexcmd.m
.....................\......\..\...\mexf90.f90
.....................\......\..\...\nfw.f90
.....................\......\..\...\parameters.f90
.....................\......\..\...\prm-ens.txt
.....................\......\..\...\prm.txt
.....................\......\..\...\qg.f90
.....................\......\..\...\qgflux.f90
.....................\......\..\...\qgplay.m
.....................\......\..\...\qgplot.m
.....................\......\..\...\qgread.m
.....................\......\..\...\qgstep.f90
.....................\......\..\...\qgstep_mex.f90
.....................\......\..\...\README
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